The unanswered client question
“Why does our competitor show up when I ask ChatGPT and we don't?” It's landing in inboxes right now, and a shrug isn't an answer.
Ilias Sami is the silent AEO & GEO infrastructure partner for digital agencies. I make your clients the answer AI engines and autonomous agents cite — under your agency's brand.
Ghost partner · Entity architect · AEO / GEO specialist · Based in Dhaka, Bangladesh
Free, instant report · 22+ checks · see exactly why AI does (or doesn't) recommend you
The Problem
That gap has a name — entity debt — and it's the reason a growing number of agencies are getting questions they don't have answers to.
“Why does our competitor show up when I ask ChatGPT and we don't?” It's landing in inboxes right now, and a shrug isn't an answer.
High organic rankings, declining traffic. Over 60% of searches now end in an AI Overview or an LLM chat without a click — and if you're not the cited answer, that visit went to a competitor.
Full-time AEO/GEO talent is expensive ($100k+) and genuinely scarce. Standard freelancers run 2019-era keyword checklists that AI crawlers bypass entirely.
How It Works
You stay the only agency your client has ever heard of. I become the infrastructure behind what they see.
Co-branded or completely unbranded deliverables — reports, decks, even email signatures. Your clients see your agency's name on every artifact. Mine never appears.
Structuring your client's entities — Person, Organization, Product, Service — so both the classic search comprehension layer and LLM ingestion pipelines resolve who they are unambiguously.
Engineering crawl pathways and technical access specifically for GPTBot, ClaudeBot, PerplexityBot, and Google-Extended — the traffic that decides AI-era visibility, not just Googlebot.
Turnkey, white-labeled executive decks your account team can present as their own — the day they land, not after a week of reformatting.
Core White-Label Capabilities
Enterprise-grade AEO, GEO, and technical infrastructure — delivered with the discretion of a ghost partner. Your clients never know I exist.
LLM citation mining, conversational search placement, and AI synthesis triggers. Structuring content and entities so ChatGPT, Claude, Perplexity, and Google AI Overviews cite your client's brand — not the competitor's.
Advanced nested JSON-LD schema, topical authority maps, and entity relation mapping. Establishing your client's brand as an unambiguous entity in Google's and every LLM's comprehension layer.
Headless JS rendering fixes, Core Web Vitals (INP/LCP), schema validation, and bot-log optimization — built for both Googlebot and the AI crawlers (GPTBot, ClaudeBot, PerplexityBot) that decide whether a brand is citable at all.
Schema for AI shopping agents, product knowledge graphs, and faceted crawl efficiency at catalog scale — the structured data AI shopping assistants and AI Overviews need to cite products directly.
Professional-grade tools, no signup required.
Methodology
From first audit to compounding AI-search authority — a structured, repeatable system that has delivered measurable growth across 100+ projects.
Discovery
Uncovering every structural and semantic gap in your digital presence.
Full technical crawl — crawlability, indexation, JS rendering errors
Mapping missing entities vs. top-ranking competitors
LCP, CLS, INP baseline measurement & bottleneck identification
Current vs. required topical authority across all key clusters
Toxic links, anchor distribution, authority gaps
Discovery
Uncovering every structural and semantic gap in your digital presence.
Full technical crawl — crawlability, indexation, JS rendering errors
Mapping missing entities vs. top-ranking competitors
LCP, CLS, INP baseline measurement & bottleneck identification
Current vs. required topical authority across all key clusters
Toxic links, anchor distribution, authority gaps
Architecture
Engineering the semantic blueprint that guides every piece of content.
150+ topic cluster architecture with pillar-subtopic hierarchy
Mapping queries to funnel stages: awareness → decision → convert
Clean, crawlable URL structure for scalable content growth
PageRank flow optimization across site hierarchy
Sequenced publishing schedule aligned with authority building
Architecture
Engineering the semantic blueprint that guides every piece of content.
150+ topic cluster architecture with pillar-subtopic hierarchy
Mapping queries to funnel stages: awareness → decision → convert
Clean, crawlable URL structure for scalable content growth
PageRank flow optimization across site hierarchy
Sequenced publishing schedule aligned with authority building
Foundation
Building the technical foundation that lets every content piece perform.
Person, Organization, Service, FAQ, Breadcrumb, Article schemas
Ensuring critical content renders correctly for Googlebot
Canonical tags, hreflang, pagination, duplicate content resolution
Image compression, lazy loading, server response, layout shift fixes
Crawl directives optimized for maximum indexation efficiency
Foundation
Building the technical foundation that lets every content piece perform.
Person, Organization, Service, FAQ, Breadcrumb, Article schemas
Ensuring critical content renders correctly for Googlebot
Canonical tags, hreflang, pagination, duplicate content resolution
Image compression, lazy loading, server response, layout shift fixes
Crawl directives optimized for maximum indexation efficiency
Execution
Systematic publishing and optimization that builds compounding authority.
NLP-optimized articles structured for E-E-A-T and LLM citation
Semantic HTML, heading hierarchy, entity density, internal linking
BlogPosting, NewsArticle, HowTo, FAQ applied per page type
Digital PR, contextual placements, foundation citations
Structuring content for AI Overviews and LLM citations
Execution
Systematic publishing and optimization that builds compounding authority.
NLP-optimized articles structured for E-E-A-T and LLM citation
Semantic HTML, heading hierarchy, entity density, internal linking
BlogPosting, NewsArticle, HowTo, FAQ applied per page type
Digital PR, contextual placements, foundation citations
Structuring content for AI Overviews and LLM citations
Intelligence
Data-driven iteration that compounds gains month over month.
Custom white-label reporting with traffic, rankings, CTR, conversions
Topical map expansion based on opportunity analysis
Tracking SERP movement, competitor content & link velocity
Rapid response to core updates with recovery protocols
Mapping organic sessions → leads → revenue for stakeholder reporting
Intelligence
Data-driven iteration that compounds gains month over month.
Custom white-label reporting with traffic, rankings, CTR, conversions
Topical map expansion based on opportunity analysis
Tracking SERP movement, competitor content & link velocity
Rapid response to core updates with recovery protocols
Mapping organic sessions → leads → revenue for stakeholder reporting
The Compounding Result
Clients typically see measurable ranking improvements within 60 days and significant traffic growth within 90–120 days — growth that accelerates over time.
35%
Avg. Traffic Growth (90d)
100+
Projects Delivered
150+
Topical Maps Created
The Real Comparison
Every option gets you SEO help. Only one is built specifically around AEO and GEO, backed by a team, and invisible to your clients.
In-House Hire
One employee, on payroll
Freelancer
One person, no backup
SEO Agency
Outsourced account team
Ghost Partnership
White-label AEO & GEO
Time and cost figures are directional estimates for comparison, not measured averages across all markets.
Proof of Work
Real results from real projects. Anonymised under NDA — data-driven SEO delivering measurable business impact.
A SaaS publishing steadily with little ranking traction — no topical architecture. A full topical map and entity work turned volume into authority.
Topical coverage
AI answers were intercepting the brand's top-of-funnel — without ever mentioning it. AEO changed that.
AI citation
An agency won SEO-heavy clients faster than it could staff. Ghost-partner delivery gave it senior output under its own brand.
Model
Investment
Structured for direct brands and white-label agency partners requiring elite execution.
Ideal for teams with in-house writers requiring expert strategic and technical foundation.
Complete delegation. Turnkey optimization, continuous entity expansion, and proactive monitoring — under NDA.
$20 / Blog Article | $30 / Website Page
$200 – $5,000+ (Enterprise/SaaS)
$5,000 one-time — 2 partner slots left in 2026
Step 1 of 2 — Configure your project
Estimated Monthly Investment
$1,200 – $1,600
per month · estimate only — final quote after consultation
Free Tool · Find out in 30 seconds
Search is moving from ten blue links to one AI answer. If your site isn't built for AI crawlers and agents, you're invisible at the exact moment buyers decide. Run a free, real audit and get a clear score plus the specific fixes that put you back in the answer.
No credit card · instant report · one free audit per site
Common Questions
A ghost partner model where Ilias Sami delivers professional SEO work under your agency's brand — your clients never know it's outsourced. Full NDA protection, branded reports, and complete confidentiality.
Based on 100+ projects: measurable ranking improvements within 60 days of technical fixes, significant traffic growth (15–35%+) within 90–120 days. Results compound month over month.
Structuring content and schema to appear in AI-generated answers from Google AI Overviews, ChatGPT, and Perplexity. Beyond traditional keyword rankings — optimizing for AI citation.
Technical SEO audits, topical authority mapping, AI/GEO optimization, white-label agency partnerships, Agentic AI SEO automation, local SEO, e-commerce SEO, and international SEO.
Yes — white-label ghost partnerships are the primary model. He currently serves agencies in Canada (The Run Digital), UAE (Brandylane), Germany (DigiLeads), and DRC (Election-Net). All partnerships are NDA-protected.
A structured content architecture identifying all articles a site needs to rank comprehensively in a subject domain. Ilias Sami has created 150+ topical maps across e-commerce, SaaS, healthcare, and media.
Partner Application
Schedule a 30-minute white-label partnership consultation.
Protected under mutual NDA. We'll audit 1–2 of your client domains live to demonstrate the immediate AEO revenue opportunity.
Prefer messaging first? All contact options → · Or use the Project Estimator ↑ to share your project and get a custom proposal within 24 hours.